28 citations · 49 across the 5 of their papers we have counts for
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cs.DC2022★ 28 cited
Evaluating Emerging CXL-enabled Memory Pooling for HPC Systems
Jacob Wahlgren, Maya Gokhale, Ivy B. Peng
Current HPC systems provide memory resources that are statically configured and tightly coupled with compute nodes. However, workloads on HPC systems are evolving. Diverse workload…
cs.LG2022
Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices
Kshitij Bhardwaj, James Diffenderfer, Bhavya Kailkhura +1
The prediction accuracy of the deep neural networks (DNNs) after deployment at the edge can suffer with time due to shifts in the distribution of the new data. To improve robustnes…